Evidence Provenance
How independent is the evidence?
The graph can accumulate many signals, but several signals from one upstream source are not the same as independent corroboration. This audit scores each idea by source-domain diversity, provenance method mix, and concentration risk across the evidence lanes.
Most independent evidence
Needs provenance hardening
Full audit
Ranked by independence score.
Scores are deterministic and computed from /graph.json. Declared evidence is strongest, classified evidence is directional, and inferred overlap is weakest.
90/100
7 domains
Defense security cert
42 evidence edges. Dominant source family: local:data/regulatory-clock.json (44%).
classified: 40inferred: 2
90/100
5 domains
Benefit check bot
59 evidence edges. Dominant source family: local:data/regulatory-clock.json (48%).
classified: 57inferred: 2
90/100
5 domains
Pesticide-residue compliance monitor for food importers
31 evidence edges. Dominant source family: local:data/regulatory-clock.json (47%).
classified: 31
90/100
5 domains
Guest app with day-of seating lookup and schedule
7 evidence edges. Dominant source family: local:data/regulatory-clock.json (38%).
classified: 7
90/100
4 domains
AI prompt audit log for marketing agencies
33 evidence edges. Dominant source family: local:data/regulatory-clock.json (48%).
classified: 32inferred: 1
90/100
4 domains
Backyard home reports
23 evidence edges. Dominant source family: federalregister.gov (39%).
classified: 22inferred: 1
90/100
4 domains
Federal vendor registration renewal assistant
10 evidence edges. Dominant source family: local:data/regulatory-clock.json (50%).
classified: 10
90/100
4 domains
Permit renewal calendar for mobile food vendors
24 evidence edges. Dominant source family: local:data/regulatory-clock.json (47%).
classified: 23inferred: 1
89/100
9 domains
Quantum risk monitor
22 evidence edges. Dominant source family: local:data/regulatory-clock.json (36%).
classified: 19inferred: 3
89/100
8 domains
Grammarly for lawsuits
24 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 22inferred: 2
89/100
7 domains
Consumer health and safety signal monitor: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers
26 evidence edges. Dominant source family: local:data/regulatory-clock.json (44%).
classified: 24inferred: 2
89/100
7 domains
GLP-1 pharmacy index
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 12inferred: 2
89/100
7 domains
Private AI prompt workspace for sensitive teams
24 evidence edges. Dominant source family: local:data/regulatory-clock.json (32%).
declared: 1classified: 20inferred: 3
89/100
6 domains
Factory VR trainer
20 evidence edges. Dominant source family: local:data/regulatory-clock.json (43%).
classified: 18inferred: 2
89/100
6 domains
Operational SOP drift detector for franchise operators
22 evidence edges. Dominant source family: local:data/regulatory-clock.json (37%).
classified: 19inferred: 3
89/100
5 domains
AI compliance brief generator for small clinics
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 13inferred: 2
89/100
5 domains
Auto-filing document scanner for paper-heavy small offices
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 13inferred: 2
89/100
5 domains
Appointment no-show recovery planner for therapy practices
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 12inferred: 2
89/100
5 domains
Daily postpartum check-ins for the first two weeks home
17 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 15inferred: 2
89/100
5 domains
Parenting signal monitor: Central Texas families invited to free 30‑minute swim safety lesson
11 evidence edges. Dominant source family: local:data/regulatory-clock.json (44%).
classified: 10inferred: 1
89/100
5 domains
Flare-timeline photo journal for eczema and psoriasis patients
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 13inferred: 2
89/100
5 domains
Pocket voice lab
24 evidence edges. Dominant source family: local:data/regulatory-clock.json (44%).
classified: 22inferred: 2
89/100
5 domains
Purchase order exception tracker for small manufacturers
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 12inferred: 2
89/100
5 domains
Phone-based injury-risk movement screening for hiring
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 12inferred: 2
89/100
5 domains
Remote work strength tests
32 evidence edges. Dominant source family: local:data/regulatory-clock.json (46%).
classified: 30inferred: 2
89/100
5 domains
Trade and supply-chain operations signal monitor: Albany, Hudson Valley face heavy rain as storm hits Northeast
16 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 14inferred: 2
89/100
5 domains
Trade and supply-chain operations signal monitor: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar
17 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 15inferred: 2
89/100
5 domains
Trade and supply-chain operations signal monitor: Federal judge blocks Trump effort to make voters show proof of citizenship
16 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 14inferred: 2
89/100
5 domains
Vertigo relief app
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 13inferred: 2
89/100
5 domains
Women's health radar
18 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 16inferred: 2
89/100
4 domains
Auto signal monitor: Mercedes‑Benz starts large‑scale production of electric axial flux motor
9 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 8inferred: 1
89/100
4 domains
Change-order risk detector for landscaping contractors
8 evidence edges. Dominant source family: federalregister.gov (32%).
classified: 7inferred: 1
89/100
4 domains
Entertainment signal monitor: Toy Story 5
8 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 7inferred: 1
89/100
4 domains
Fashion signal monitor: Teyana Taylor Wows in Bold Burgundy Gown at the 2026 BET Awards
10 evidence edges. Dominant source family: local:data/regulatory-clock.json (43%).
classified: 9inferred: 1
89/100
4 domains
Field service photo checklist for HVAC teams
7 evidence edges. Dominant source family: federalregister.gov (29%).
classified: 6inferred: 1
89/100
4 domains
Gaming signal monitor: GTA 6: Price, release date, pre-orders and everything else you need to know
10 evidence edges. Dominant source family: local:data/regulatory-clock.json (43%).
classified: 9inferred: 1
89/100
4 domains
Gaming signal monitor: Valve Considered a Barebones Steam Machine - So Why Isn't There One?
9 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 8inferred: 1
89/100
4 domains
Home signal monitor: Mortgage Rates Inch to Another 6-Week Low
8 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 7inferred: 1
89/100
4 domains
Relationships signal monitor: Who Is Lionel Messi's Wife? All About His Childhood Sweetheart, Antonela Roccuzzo
8 evidence edges. Dominant source family: local:data/regulatory-clock.json (41%).
classified: 7inferred: 1
88/100
8 domains
Data retention cleanup assistant for small law firms
18 evidence edges. Dominant source family: local:data/regulatory-clock.json (30%).
classified: 14inferred: 4
88/100
8 domains
Trade and supply-chain operations signal monitor: Chat Control passed first round in EU Parliament
19 evidence edges. Dominant source family: local:data/regulatory-clock.json (37%).
classified: 15inferred: 4
88/100
6 domains
Auto signal monitor: Every new car sold in the European Union must include a driver monitoring camera
12 evidence edges. Dominant source family: local:data/regulatory-clock.json (42%).
classified: 10inferred: 2
88/100
6 domains
Food signal monitor: mountain mike's pizza
10 evidence edges. Dominant source family: local:data/regulatory-clock.json (40%).
classified: 8inferred: 2
88/100
6 domains
Trade and supply-chain operations signal monitor: Argentina surges in global coverage
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (38%).
classified: 11inferred: 3
88/100
6 domains
Trade and supply-chain operations signal monitor: estados unidos - belgica
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (38%).
classified: 11inferred: 3
88/100
6 domains
Trade and supply-chain operations signal monitor: The next test of the democratic socialist movement and other key races to watch in Color
16 evidence edges. Dominant source family: local:data/regulatory-clock.json (37%).
classified: 13inferred: 3
88/100
6 domains
Webcam blink-rate tracker that cuts screen eye strain
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (31%).
classified: 11inferred: 3
88/100
5 domains
Anonymous daily check-ins for 12-step sponsors
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Beauty signal monitor: pluralibacter gergoviae shampoo contamination
9 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 7inferred: 2
88/100
5 domains
Daily gum-line photo scoring for cleaning-gap prevention
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Estate and inheritance facilitator marketplace
10 evidence edges. Dominant source family: local:data/regulatory-clock.json (29%).
classified: 8inferred: 2
88/100
5 domains
Category-filtered estate-sale leads for resellers
11 evidence edges. Dominant source family: local:data/regulatory-clock.json (38%).
classified: 9inferred: 2
88/100
5 domains
Recovery-percentile tracker for orthopedic surgery patients
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Trade and supply-chain operations signal monitor: MEPs urge FIFA to investigate chief Infantino over Trump peace prize
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Trade and supply-chain operations signal monitor: Primary election results: Congressional District 1
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Trade and supply-chain operations signal monitor: U.S. strikes Iranian military sites after ship was hit in Strait of Hormuz
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
5 domains
Trade and supply-chain operations signal monitor: US-Iran talks to begin Sunday in Switzerland as Tehran closes the strait over Lebanon fi
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (39%).
classified: 11inferred: 2
88/100
4 domains
Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
10 evidence edges. Dominant source family: federalregister.gov (40%).
classified: 8inferred: 2
87/100
9 domains
Data processing agreement tracker for micro SaaS teams
24 evidence edges. Dominant source family: local:data/regulatory-clock.json (30%).
classified: 17inferred: 7
87/100
6 domains
Rack-by-rack deployment tracker for data center buildouts
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
6 domains
Trade and supply-chain operations signal monitor: China sentences official to death for taking $325M in bribes
17 evidence edges. Dominant source family: local:data/regulatory-clock.json (36%).
classified: 13inferred: 4
87/100
6 domains
When-to-replace planner for data center equipment
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (28%).
classified: 16inferred: 7
87/100
5 domains
Accessibility issue triage board for small websites
21 evidence edges. Dominant source family: local:data/regulatory-clock.json (31%).
classified: 15inferred: 6
87/100
5 domains
DIY Chrome extensions
21 evidence edges. Dominant source family: local:data/regulatory-clock.json (31%).
classified: 15inferred: 6
87/100
5 domains
Technology operations signal monitor: Explanation of everything you can see in htop/top on Linux (2019)
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
5 domains
Technology operations signal monitor: I admire Fabrice Bellard. He is almost certainly a better overall programmer
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
5 domains
Technology operations signal monitor: OpenWrt One – Open Hardware Router
22 evidence edges. Dominant source family: local:data/regulatory-clock.json (32%).
classified: 16inferred: 6
87/100
5 domains
Technology operations signal monitor: PeerTube is a free, decentralized and federated video platform
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
5 domains
Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
5 domains
Technology operations signal monitor: The future of Flipper Zero development
23 evidence edges. Dominant source family: local:data/regulatory-clock.json (33%).
classified: 17inferred: 6
87/100
4 domains
Consumer trends signal monitor: A better way to tie gym shorts (or any drawstring) [video]
8 evidence edges. Dominant source family: federalregister.gov (38%).
classified: 6inferred: 2
86/100
7 domains
Technology operations signal monitor: StreetComplete: Fixing OpenStreetMap, one tiny quest at a time
25 evidence edges. Dominant source family: local:data/regulatory-clock.json (28%).
classified: 17inferred: 8
86/100
6 domains
AI workflow reliability monitor for small teams
14 evidence edges. Dominant source family: github.com (33%).
declared: 1classified: 7inferred: 6
86/100
5 domains
AI changelog digest for open-source maintainers
18 evidence edges. Dominant source family: local:data/regulatory-clock.json (29%).
classified: 12inferred: 6
86/100
5 domains
Self-qualifying contact widget that enriches every lead
17 evidence edges. Dominant source family: local:data/regulatory-clock.json (28%).
classified: 11inferred: 6
85/100
9 domains
Pre-migration risk scan for businesses switching platforms
11 evidence edges. Dominant source family: github.com (30%).
classified: 6inferred: 5
85/100
5 domains
AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (24%).
classified: 8inferred: 6
85/100
5 domains
AI operations signal monitor: If Claude Fable stops helping you, you'll never know
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (24%).
classified: 8inferred: 6
85/100
5 domains
AI operations signal monitor: MiMo Code is now released and open-source
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (25%).
classified: 9inferred: 6
85/100
5 domains
AI operations signal monitor: xAI is looking more like a datacentre REIT than a frontier lab
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (24%).
classified: 8inferred: 6
85/100
5 domains
Dollar cost calculator for investors questioning fees
7 evidence edges. Dominant source family: github.com (16%).
classified: 4inferred: 3
85/100
5 domains
One-idea-per-email drip platform for developer onboarding
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (25%).
classified: 9inferred: 6
85/100
5 domains
Fair-value appraisals for used GPUs and AI hardware
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (25%).
classified: 9inferred: 6
85/100
5 domains
Loan covenant calendar for bootstrapped companies
7 evidence edges. Dominant source family: github.com (16%).
classified: 4inferred: 3
85/100
5 domains
Open-source sponsor update generator
15 evidence edges. Dominant source family: local:data/regulatory-clock.json (25%).
classified: 9inferred: 6
85/100
5 domains
Right-sized planning checklist for 30-guest weddings
14 evidence edges. Dominant source family: local:data/regulatory-clock.json (24%).
classified: 8inferred: 6
84/100
4 domains
Client asset intake portal for accountants
6 evidence edges. Dominant source family: github.com (18%).
classified: 3inferred: 3
77/100
3 domains
A-to-F safety grade for vetting contractors before you hire
7 evidence edges. Dominant source family: local:data/regulatory-clock.json (38%).
classified: 7
77/100
3 domains
Micro-agency proposal scope checker
18 evidence edges. Dominant source family: federalregister.gov (46%).
classified: 17inferred: 1
77/100
3 domains
Human-review tracker for AI-assisted agency delivery
40 evidence edges. Dominant source family: federalregister.gov (48%).
classified: 39inferred: 1
77/100
3 domains
Retirement care planner
21 evidence edges. Dominant source family: federalregister.gov (47%).
classified: 20inferred: 1
77/100
3 domains
Rebrandable client delivery dashboard for AI agencies
17 evidence edges. Dominant source family: federalregister.gov (44%).
classified: 16inferred: 1
76/100
3 domains
AI output review queue for customer support macros
11 evidence edges. Dominant source family: federalregister.gov (44%).
classified: 10inferred: 1
76/100
3 domains
Applied science signal monitor: Summer solstice brings Portland nearly 15 hours of daylight
10 evidence edges. Dominant source family: federalregister.gov (43%).
classified: 9inferred: 1
76/100
3 domains
Business operations signal monitor: Costco is the anti-Amazon
11 evidence edges. Dominant source family: federalregister.gov (44%).
classified: 10inferred: 1
76/100
3 domains
ChatGPT rank monitor
8 evidence edges. Dominant source family: federalregister.gov (32%).
classified: 7inferred: 1
76/100
3 domains
RSVP-and-payment co-host tool for supper club hosts
7 evidence edges. Dominant source family: federalregister.gov (40%).
classified: 6inferred: 1
76/100
3 domains
Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer
8 evidence edges. Dominant source family: federalregister.gov (41%).
classified: 7inferred: 1
76/100
3 domains
Employee handbook change digest for small employers
8 evidence edges. Dominant source family: federalregister.gov (41%).
classified: 7inferred: 1
76/100
3 domains
Local-comps pricing helper for Facebook Marketplace sellers
12 evidence edges. Dominant source family: federalregister.gov (44%).
classified: 11inferred: 1
76/100
3 domains
Drowsy-driver alerts for cars without built-in safety tech
10 evidence edges. Dominant source family: federalregister.gov (43%).
classified: 9inferred: 1
76/100
3 domains
Incident postmortem builder for managed service providers
15 evidence edges. Dominant source family: federalregister.gov (45%).
classified: 14inferred: 1
76/100
3 domains
Pre-call memory cards for relationship-driven pros
8 evidence edges. Dominant source family: federalregister.gov (41%).
classified: 7inferred: 1
76/100
3 domains
One markdown file, publish-ready for every platform
7 evidence edges. Dominant source family: federalregister.gov (40%).
classified: 6inferred: 1
75/100
3 domains
10-minute client risk reports for solo financial advisors
12 evidence edges. Dominant source family: federalregister.gov (39%).
classified: 10inferred: 2
75/100
3 domains
Photo search across every secondhand marketplace at once
6 evidence edges. Dominant source family: federalregister.gov (39%).
classified: 5inferred: 1
75/100
3 domains
Facebook-first crosslisting tool for community resellers
6 evidence edges. Dominant source family: federalregister.gov (39%).
classified: 5inferred: 1
75/100
3 domains
Vocal-strain load tracking for working singers
6 evidence edges. Dominant source family: federalregister.gov (39%).
classified: 5inferred: 1
72/100
3 domains
Cross-platform buyer history for multi-marketplace resellers
4 evidence edges. Dominant source family: environment.ec.europa.eu (33%).
classified: 3inferred: 1
72/100
3 domains
Competitor-price tracker for TikTok Shop sellers
4 evidence edges. Dominant source family: environment.ec.europa.eu (33%).
classified: 3inferred: 1
72/100
3 domains
Deal-to-checklist automation for real estate brokerages
3 evidence edges. Dominant source family: appfolio.com (25%).
classified: 3
68/100
3 domains
Quote comparison brief for home renovation clients
3 evidence edges. Dominant source family: environment.ec.europa.eu (29%).
classified: 2inferred: 1
64/100
2 domains
Caseload pipeline for restorative justice programs
7 evidence edges. Dominant source family: federalregister.gov (38%).
classified: 7
64/100
2 domains
Contractor onboarding checklist for small construction firms
5 evidence edges. Dominant source family: federalregister.gov (33%).
classified: 5
64/100
2 domains
Blended retainer-plus-usage billing for agencies
13 evidence edges. Dominant source family: local:data/regulatory-clock.json (50%).
classified: 13
64/100
2 domains
Electric code calculator
23 evidence edges. Dominant source family: federalregister.gov (46%).
classified: 23
64/100
2 domains
Empty trust tracker
11 evidence edges. Dominant source family: federalregister.gov (42%).
classified: 11
64/100
2 domains
Parent-teacher meeting prep brief
7 evidence edges. Dominant source family: federalregister.gov (38%).
classified: 7
64/100
2 domains
Scholarship application organizer for school counselors
10 evidence edges. Dominant source family: federalregister.gov (41%).
classified: 10
64/100
2 domains
One FERPA-ready student record that follows the kid
11 evidence edges. Dominant source family: federalregister.gov (42%).
classified: 11
64/100
2 domains
Vendor insurance certificate tracker for property managers
6 evidence edges. Dominant source family: federalregister.gov (36%).
classified: 6
64/100
2 domains
Warranty claim packet builder for appliance repair shops
5 evidence edges. Dominant source family: federalregister.gov (33%).
classified: 5
56/100
2 domains
Trade voice copilo
2 evidence edges. Dominant source family: servicetitan.com (33%).
classified: 2
51/100
1 domain
Real-time business-closure alerts for asset buyers
6 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 6
51/100
1 domain
Community volunteer action tracker for local boards
26 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 26
51/100
1 domain
Review response quality coach for local service businesses
9 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 9
51/100
1 domain
Webinar follow-up personalization tool for B2B consultants
5 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 5
49/100
1 domain
Daily AI check-in calls for seniors living alone
4 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 4
49/100
1 domain
Logistics workspace for citizens' assembly organizers
4 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 4
46/100
1 domain
Grant deadline radar for arts nonprofits
3 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 3
43/100
1 domain
Board packet generator for HOA managers
2 evidence edges. Dominant source family: federalregister.gov (50%).
classified: 2
42/100
2 domains
Mobile app that tracks badminton matches, rankings, and highlights
1 evidence edge. Dominant source family: github.com (33%).
inferred: 1